{
  "rejected_claims": [
    {
      "filename": "ensemble-llm-confidence-signals-as-behavioral-nudge-for-automation-bias-mitigation.md",
      "issues": [
        "missing_attribution_extractor"
      ]
    }
  ],
  "validation_stats": {
    "total": 1,
    "kept": 0,
    "fixed": 3,
    "rejected": 1,
    "fixes_applied": [
      "ensemble-llm-confidence-signals-as-behavioral-nudge-for-automation-bias-mitigation.md:set_created:2026-03-23",
      "ensemble-llm-confidence-signals-as-behavioral-nudge-for-automation-bias-mitigation.md:stripped_wiki_link:human-in-the-loop clinical AI degrades to worse-than-AI-alon",
      "ensemble-llm-confidence-signals-as-behavioral-nudge-for-automation-bias-mitigation.md:stripped_wiki_link:medical LLM benchmark performance does not translate to clin"
    ],
    "rejections": [
      "ensemble-llm-confidence-signals-as-behavioral-nudge-for-automation-bias-mitigation.md:missing_attribution_extractor"
    ]
  },
  "model": "anthropic/claude-sonnet-4.5",
  "date": "2026-03-23"
}